Classification of first embryonic division stages of multiple Caenorhabditis species by deep learning by Dhruv Khatri, Prachi Negi, Chaitanya A. Athale

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Analysis of implementation of a single tax account in the conditions of digitization of tax administration by A. Yu. Fedorova, E. V. Weiss, A. F. Myalkina, M. V. Ilyukhina

“…During the study, taxes paid into a single tax account and through the budget classification code were grouped. …”
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A Weighted Voting Approach for Traditional Chinese Medicine Formula Classification Using Large Language Models: Algorithm Development and Validation Study by Zhe Wang, Keqian Li, Suyuan Peng, Lihong Liu, Xiaolin Yang, Keyu Yao, Heinrich Herre, Yan Zhu

“…This method not only improves classification accuracy but also enhances the existing classification system for classifying the efficacy of TCM formula.…”
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The Development and Assessment of a Unique Disulfidptosis-Associated lncRNA Profile for Immune Microenvironment Prediction and Personalized Therapy in Gastric Adenocarcinoma by Jiyue Zhu, Xiang Zhu, Tingting Su, Huiqing Zhou, Shouhua Wang, Weibin Shi

“…Pharmacological sensitivity assessments confirmed the superior efficacy of several therapeutic agents, including gemcitabine and veliparib (ABT.888), in patients with lower risk classifications. <b>Conclusions:</b> Our established risk stratification system demonstrates independent prognostic predictive capacity while offering personalized clinical intervention guidance for individuals diagnosed with GC.…”
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Nystromformer based cross-modality transformer for visible-infrared person re-identification by Ranjit Kumar Mishra, Arijit Mondal, Jimson Mathew

“…Abstract Person re-identification (Re-ID) aims to accurately match individuals across different camera views, a critical task for surveillance and security applications, often under varying conditions such as illumination, pose, and background. Traditional Re-ID systems operate solely in the visible spectrum, which limits their effectiveness under varying lighting conditions and at night. …”
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Clinical and cost-effectiveness of paramedics working in general practice: a mixed-methods realist evaluation by Matthew Booker, Sarah Voss, Nicky Harris, William Hollingworth, Nouf Jeynes, Hazel Taylor, Kirsty Garfield, Helen Baxter, Jonathan Benger, Andy Gibson, Trudy Goodenough, Justin Jagosh, Kim Kirby, Cathy Liddiard, Alyesha Proctor, Sarah Purdy, Behnaz Schofield, Hannah Stott, Grace Scrimgeour, Nicola Walsh

“…Acceptance of PGP models is based on an understanding of the primary care paramedic role, and confidence that mechanisms are in place to support it. PGP models exhibit substantial variation, and there is no single optimal model. …”
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